Overview

Dataset Statistics

Number of Variables 68
Number of Rows 553
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 325.6 KB
Average Row Size in Memory 603.0 B
Variable Types
  • DateTime: 1
  • Numerical: 59
  • Categorical: 8

Dataset Insights

Time_x and Time_y have similar distributions Similar Distribution
WEC: ava. available P from wind and WEC: ava. Available P force majeure reasons have similar distributions Similar Distribution
WEC: ava. available P from wind and WEC: ava. Available P force external reasons have similar distributions Similar Distribution
WEC: ava. Available P force majeure reasons and WEC: ava. Available P force external reasons have similar distributions Similar Distribution
Sys 1 inverter 1 cabinet temp. and Sys 1 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 1 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 5 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 2 inverter 1 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 2 inverter 1 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 2 inverter 1 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 7 cabinet temp. and Sys 2 inverter 1 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 7 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 7 cabinet temp. and Inverter averages have similar distributions Similar Distribution
Sys 2 inverter 1 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 1 cabinet temp. and Inverter averages have similar distributions Similar Distribution
Sys 2 inverter 2 cabinet temp. and Inverter averages have similar distributions Similar Distribution
Sys 2 inverter 3 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Rear bearing temp. and Fan inverter cabinet temp. have similar distributions Similar Distribution
Pitch cabinet blade A temp. and Pitch cabinet blade B temp. have similar distributions Similar Distribution
Rotor temp. 1 and Rotor temp. 2 have similar distributions Similar Distribution
Stator temp. 1 and Stator temp. 2 have similar distributions Similar Distribution
Nacelle ambient temp. 1 and Nacelle ambient temp. 2 have similar distributions Similar Distribution
Nacelle ambient temp. 1 and Ambient temp. have similar distributions Similar Distribution
Time_x is skewed Skewed
WEC: ava. Rotation is skewed Skewed
WEC: max. Rotation is skewed Skewed
WEC: min. Rotation is skewed Skewed
WEC: ava. Power is skewed Skewed
WEC: max. Power is skewed Skewed
WEC: min. Power is skewed Skewed
WEC: ava. Nacel position including cable twisting is skewed Skewed
WEC: Operating Hours is skewed Skewed
WEC: Production kWh is skewed Skewed
WEC: Production minutes is skewed Skewed
WEC: ava. reactive Power is skewed Skewed
WEC: max. reactive Power is skewed Skewed
WEC: min. reactive Power is skewed Skewed
WEC: ava. available P from wind is skewed Skewed
WEC: ava. available P technical reasons is skewed Skewed
WEC: ava. Available P force majeure reasons is skewed Skewed
WEC: ava. Available P force external reasons is skewed Skewed
WEC: ava. blade angle A is skewed Skewed
Sys 1 inverter 2 cabinet temp. is skewed Skewed
Sys 1 inverter 5 cabinet temp. is skewed Skewed
Front bearing temp. is skewed Skewed
Rear bearing temp. is skewed Skewed
Stator temp. 1 is skewed Skewed
Nacelle ambient temp. 1 is skewed Skewed
Yaw inverter cabinet temp. is skewed Skewed
RTU: ava. Setpoint 1 is skewed Skewed
Time_y is skewed Skewed
Sys 2 inverter 5 cabinet temp. has constant value "-14" Constant
Sys 2 inverter 6 cabinet temp. has constant value "0" Constant
Sys 2 inverter 7 cabinet temp. has constant value "-50" Constant
Sys 2 inverter 5 cabinet temp. has constant length 3 Constant Length
Sys 2 inverter 6 cabinet temp. has constant length 1 Constant Length
Sys 2 inverter 7 cabinet temp. has constant length 3 Constant Length
Blade A temp. has constant length 3 Constant Length
Blade B temp. has constant length 3 Constant Length
Blade C temp. has constant length 3 Constant Length
Fault has constant length 2 Constant Length
WEC: ava. Nacel position including cable twisting has 230 (41.59%) negatives Negatives
WEC: min. reactive Power has 22 (3.98%) negatives Negatives
WEC: min. Rotation has 43 (7.78%) zeros Zeros
WEC: ava. Power has 151 (27.31%) zeros Zeros
WEC: max. Power has 146 (26.4%) zeros Zeros
WEC: min. Power has 342 (61.84%) zeros Zeros
WEC: Production minutes has 36 (6.51%) zeros Zeros
WEC: ava. reactive Power has 146 (26.4%) zeros Zeros
WEC: max. reactive Power has 145 (26.22%) zeros Zeros
WEC: min. reactive Power has 329 (59.49%) zeros Zeros
WEC: ava. available P technical reasons has 99 (17.9%) zeros Zeros
WEC: ava. Available P force majeure reasons has 34 (6.15%) zeros Zeros
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  • 4
  • 5
  • 6
  • 7
  • 8

Variables


DateTime

datetime

Distinct Count 447.5245
Approximate Unique (%) 80.9%
Missing 0
Missing (%) 0.0%
Memory Size 8848
Minimum 2014-05-14 14:39:00
Maximum 2015-01-15 23:09:00

Time_x

numerical

Approximate Distinct Count 446
Approximate Unique (%) 80.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 1.4145e+09
Minimum 1.4001e+09
Maximum 1.4214e+09
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Time_x is skewed left (γ1 = -0.9007)

Quantile Statistics

Minimum 1.4001e+09
5-th Percentile 1.4025e+09
Q1 1.4128e+09
Median 1.4145e+09
Q3 1.418e+09
95-th Percentile 1.4207e+09
Maximum 1.4214e+09
Range 2.1289e+07
IQR 5.2753e+06

Descriptive Statistics

Mean 1.4145e+09
Standard Deviation 5.195e+06
Variance 2.6988e+13
Sum 7.8219e+11
Skewness -0.9007
Kurtosis 0.1943
Coefficient of Variation 0.003673
  • Time_x is not normally distributed (p-value 2.6148639243460433e-12)
  • Time_x has 42 outliers

Error

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Memory Size 36504
  • The largest value (0) is over 273.5 times larger than the second largest value (30)

Length

Mean 1.0108
Standard Deviation 0.1037
Median 1
Minimum 1
Maximum 2

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 559
  • The top 2 categories (0, 30) take over 50.0%
  • The largest value (0) is over 273.5 times larger than the second largest value (30)

WEC: ava. windspeed

numerical

Approximate Distinct Count 126
Approximate Unique (%) 22.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 11.3239
Minimum 2.1
Maximum 23.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. windspeed is skewed right (γ1 = 0.2585)

Quantile Statistics

Minimum 2.1
5-th Percentile 6.7
Q1 8.9
Median 11.5
Q3 13.1
95-th Percentile 17.3
Maximum 23.5
Range 21.4
IQR 4.2

Descriptive Statistics

Mean 11.3239
Standard Deviation 3.4098
Variance 11.6267
Sum 6262.1
Skewness 0.2585
Kurtosis 0.6356
Coefficient of Variation 0.3011
  • WEC: ava. windspeed has 10 outliers

WEC: max. windspeed

numerical

Approximate Distinct Count 174
Approximate Unique (%) 31.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 15.6564
Minimum 3.4
Maximum 33
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. windspeed is skewed right (γ1 = 0.3656)

Quantile Statistics

Minimum 3.4
5-th Percentile 8.46
Q1 11.8
Median 15.5
Q3 18.9
95-th Percentile 25.04
Maximum 33
Range 29.6
IQR 7.1

Descriptive Statistics

Mean 15.6564
Standard Deviation 5.1281
Variance 26.2973
Sum 8658
Skewness 0.3656
Kurtosis 0.01815
Coefficient of Variation 0.3275
  • WEC: max. windspeed has 2 outliers

WEC: min. windspeed

numerical

Approximate Distinct Count 108
Approximate Unique (%) 19.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 6.596
Minimum 0.2
Maximum 13.7
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. windspeed is skewed right (γ1 = 0.0422)

Quantile Statistics

Minimum 0.2
5-th Percentile 1.9
Q1 4.9
Median 6.4
Q3 8.5
95-th Percentile 10.9
Maximum 13.7
Range 13.5
IQR 3.6

Descriptive Statistics

Mean 6.596
Standard Deviation 2.6621
Variance 7.0869
Sum 3647.6
Skewness 0.04224
Kurtosis -0.3168
Coefficient of Variation 0.4036

WEC: ava. Rotation

numerical

Approximate Distinct Count 284
Approximate Unique (%) 51.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 9.033
Minimum 0
Maximum 14.69
Zeros 1
Zeros (%) 0.2%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Rotation is skewed left (γ1 = -0.5705)

Quantile Statistics

Minimum 0
5-th Percentile 1.466
Q1 5.51
Median 9.97
Q3 13.84
95-th Percentile 14.19
Maximum 14.69
Range 14.69
IQR 8.33

Descriptive Statistics

Mean 9.033
Standard Deviation 4.6548
Variance 21.6675
Sum 4995.23
Skewness -0.5705
Kurtosis -1.0691
Coefficient of Variation 0.5153
  • WEC: ava. Rotation is not normally distributed (p-value 1.4355057281593784e-14)

WEC: max. Rotation

numerical

Approximate Distinct Count 305
Approximate Unique (%) 55.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 11.6061
Minimum 0.04
Maximum 16.03
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. Rotation is skewed left (γ1 = -1.1531)

Quantile Statistics

Minimum 0.04
5-th Percentile 1.77
Q1 10.38
Median 14.5
Q3 15.16
95-th Percentile 15.624
Maximum 16.03
Range 15.99
IQR 4.78

Descriptive Statistics

Mean 11.6061
Standard Deviation 4.9593
Variance 24.595
Sum 6418.15
Skewness -1.1531
Kurtosis -0.2809
Coefficient of Variation 0.4273
  • WEC: max. Rotation is not normally distributed (p-value 1.9898717918895878e-11)
  • WEC: max. Rotation has 99 outliers

WEC: min. Rotation

numerical

Approximate Distinct Count 241
Approximate Unique (%) 43.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 5.8593
Minimum 0
Maximum 13.88
Zeros 43
Zeros (%) 7.8%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. Rotation is skewed right (γ1 = 0.3734)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1.29
Median 1.73
Q3 11.64
95-th Percentile 13.608
Maximum 13.88
Range 13.88
IQR 10.35

Descriptive Statistics

Mean 5.8593
Standard Deviation 5.3641
Variance 28.7741
Sum 3240.19
Skewness 0.3734
Kurtosis -1.6526
Coefficient of Variation 0.9155
  • WEC: min. Rotation is not normally distributed (p-value 4.347913569536483e-14)

WEC: ava. Power

numerical

Approximate Distinct Count 247
Approximate Unique (%) 44.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 1436.1501
Minimum 0
Maximum 3070
Zeros 151
Zeros (%) 27.3%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Power is skewed right (γ1 = 0.0707)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1584
Q3 2758
95-th Percentile 3068
Maximum 3070
Range 3070
IQR 2758

Descriptive Statistics

Mean 1436.1501
Standard Deviation 1203.9645
Variance 1.4495e+06
Sum 794191
Skewness 0.07073
Kurtosis -1.5221
Coefficient of Variation 0.8383
  • WEC: ava. Power is not normally distributed (p-value 1.8591720141732213e-19)

WEC: max. Power

numerical

Approximate Distinct Count 179
Approximate Unique (%) 32.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 1985.4665
Minimum 0
Maximum 3192
Zeros 146
Zeros (%) 26.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. Power is skewed left (γ1 = -0.5579)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 3093
Q3 3147
95-th Percentile 3165.8
Maximum 3192
Range 3192
IQR 3147

Descriptive Statistics

Mean 1985.4665
Standard Deviation 1382.7992
Variance 1.9121e+06
Sum 1.098e+06
Skewness -0.5579
Kurtosis -1.5058
Coefficient of Variation 0.6965
  • WEC: max. Power is not normally distributed (p-value 4.7620800311840996e-20)

WEC: min. Power

numerical

Approximate Distinct Count 148
Approximate Unique (%) 26.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 720.8228
Minimum 0
Maximum 3011
Zeros 342
Zeros (%) 61.8%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. Power is skewed right (γ1 = 1.113)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 1434
95-th Percentile 2962.4
Maximum 3011
Range 3011
IQR 1434

Descriptive Statistics

Mean 720.8228
Standard Deviation 1098.8499
Variance 1.2075e+06
Sum 398615
Skewness 1.113
Kurtosis -0.4891
Coefficient of Variation 1.5244
  • WEC: min. Power is not normally distributed (p-value 6.77524778844879e-25)

WEC: ava. Nacel position including cable twisting

numerical

Approximate Distinct Count 245
Approximate Unique (%) 44.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 70.6112
Minimum -880
Maximum 607
Zeros 0
Zeros (%) 0.0%
Negatives 230
Negatives (%) 41.6%
  • WEC: ava. Nacel position including cable twisting is skewed left (γ1 = -0.6916)

Quantile Statistics

Minimum -880
5-th Percentile -421.2
Q1 -132
Median 189
Q3 300
95-th Percentile 396.6
Maximum 607
Range 1487
IQR 432

Descriptive Statistics

Mean 70.6112
Standard Deviation 284.4188
Variance 80894.0424
Sum 39048
Skewness -0.6916
Kurtosis 0.1321
Coefficient of Variation 4.028
  • WEC: ava. Nacel position including cable twisting is not normally distributed (p-value 2.89111051668629e-08)
  • WEC: ava. Nacel position including cable twisting has 7 outliers

WEC: Operating Hours

numerical

Approximate Distinct Count 125
Approximate Unique (%) 22.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 4405.8698
Minimum 881
Maximum 6064
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: Operating Hours is skewed left (γ1 = -0.875)

Quantile Statistics

Minimum 881
5-th Percentile 1467
Q1 3983
Median 4388
Q3 5301
95-th Percentile 5873
Maximum 6064
Range 5183
IQR 1318

Descriptive Statistics

Mean 4405.8698
Standard Deviation 1290.6327
Variance 1.6657e+06
Sum 2.4364e+06
Skewness -0.875
Kurtosis 0.1461
Coefficient of Variation 0.2929
  • WEC: Operating Hours is not normally distributed (p-value 3.6684301803738093e-16)
  • WEC: Operating Hours has 42 outliers

WEC: Production kWh

numerical

Approximate Distinct Count 299
Approximate Unique (%) 54.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 3.9848e+06
Minimum 939053
Maximum 6.2156e+06
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: Production kWh is skewed left (γ1 = -0.2469)

Quantile Statistics

Minimum 939053
5-th Percentile 1.4501e+06
Q1 3.1748e+06
Median 3.7988e+06
Q3 4.8829e+06
95-th Percentile 5.8123e+06
Maximum 6.2156e+06
Range 5.2765e+06
IQR 1.7081e+06

Descriptive Statistics

Mean 3.9848e+06
Standard Deviation 1.3869e+06
Variance 1.9236e+12
Sum 2.2036e+09
Skewness -0.2469
Kurtosis -0.8118
Coefficient of Variation 0.3481
  • WEC: Production kWh is not normally distributed (p-value 2.1411965258370385e-18)

WEC: Production minutes

numerical

Approximate Distinct Count 60
Approximate Unique (%) 10.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 32.9855
Minimum 0
Maximum 59
Zeros 36
Zeros (%) 6.5%
Negatives 0
Negatives (%) 0.0%
  • WEC: Production minutes is skewed left (γ1 = -0.2141)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 15
Median 33
Q3 53
95-th Percentile 57
Maximum 59
Range 59
IQR 38

Descriptive Statistics

Mean 32.9855
Standard Deviation 19.6065
Variance 384.4165
Sum 18241
Skewness -0.2141
Kurtosis -1.3049
Coefficient of Variation 0.5944
  • WEC: Production minutes is not normally distributed (p-value 1.9038535857148464e-20)

WEC: ava. reactive Power

numerical

Approximate Distinct Count 167
Approximate Unique (%) 30.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 118.6944
Minimum -3
Maximum 376
Zeros 146
Zeros (%) 26.4%
Negatives 3
Negatives (%) 0.5%
  • WEC: ava. reactive Power is skewed right (γ1 = 0.1536)

Quantile Statistics

Minimum -3
5-th Percentile 0
Q1 0
Median 128
Q3 202
95-th Percentile 285
Maximum 376
Range 379
IQR 202

Descriptive Statistics

Mean 118.6944
Standard Deviation 101.4463
Variance 10291.3503
Sum 65638
Skewness 0.1536
Kurtosis -1.2825
Coefficient of Variation 0.8547
  • WEC: ava. reactive Power is not normally distributed (p-value 1.8233457198950742e-22)

WEC: max. reactive Power

numerical

Approximate Distinct Count 176
Approximate Unique (%) 31.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 325.6058
Minimum 0
Maximum 1123
Zeros 145
Zeros (%) 26.2%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. reactive Power is skewed right (γ1 = 1.1109)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 210
Q3 305
95-th Percentile 1044
Maximum 1123
Range 1123
IQR 305

Descriptive Statistics

Mean 325.6058
Standard Deviation 374.5122
Variance 140259.4204
Sum 180060
Skewness 1.1109
Kurtosis -0.3294
Coefficient of Variation 1.1502
  • WEC: max. reactive Power is not normally distributed (p-value 5.840040893047389e-18)
  • WEC: max. reactive Power has 116 outliers

WEC: min. reactive Power

numerical

Approximate Distinct Count 112
Approximate Unique (%) 20.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 60.2785
Minimum -69
Maximum 304
Zeros 329
Zeros (%) 59.5%
Negatives 22
Negatives (%) 4.0%
  • WEC: min. reactive Power is skewed right (γ1 = 1.1526)

Quantile Statistics

Minimum -69
5-th Percentile 0
Q1 0
Median 0
Q3 129
95-th Percentile 248.4
Maximum 304
Range 373
IQR 129

Descriptive Statistics

Mean 60.2785
Standard Deviation 93.0166
Variance 8652.089
Sum 33334
Skewness 1.1526
Kurtosis -0.2249
Coefficient of Variation 1.5431
  • WEC: min. reactive Power is not normally distributed (p-value 7.212497724831718e-25)

WEC: ava. available P from wind

numerical

Approximate Distinct Count 341
Approximate Unique (%) 61.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 2297.6673
Minimum 1
Maximum 3070
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. available P from wind is skewed left (γ1 = -0.8678)

Quantile Statistics

Minimum 1
5-th Percentile 710
Q1 1571
Median 2786
Q3 3049
95-th Percentile 3070
Maximum 3070
Range 3069
IQR 1478

Descriptive Statistics

Mean 2297.6673
Standard Deviation 885.8331
Variance 784700.3311
Sum 1.2706e+06
Skewness -0.8678
Kurtosis -0.5399
Coefficient of Variation 0.3855
  • WEC: ava. available P from wind is not normally distributed (p-value 6.61996594506577e-24)

WEC: ava. available P technical reasons

numerical

Approximate Distinct Count 276
Approximate Unique (%) 49.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 1878.5967
Minimum 0
Maximum 3070
Zeros 99
Zeros (%) 17.9%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. available P technical reasons is skewed left (γ1 = -0.5189)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 652
Median 2562
Q3 2964
95-th Percentile 3070
Maximum 3070
Range 3070
IQR 2312

Descriptive Statistics

Mean 1878.5967
Standard Deviation 1224.426
Variance 1.4992e+06
Sum 1.0389e+06
Skewness -0.5189
Kurtosis -1.4266
Coefficient of Variation 0.6518
  • WEC: ava. available P technical reasons is not normally distributed (p-value 2.06797804593871e-15)

WEC: ava. Available P force majeure reasons

numerical

Approximate Distinct Count 315
Approximate Unique (%) 57.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 2141.6781
Minimum 0
Maximum 3070
Zeros 34
Zeros (%) 6.1%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Available P force majeure reasons is skewed left (γ1 = -0.7714)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1248
Median 2724
Q3 3048
95-th Percentile 3070
Maximum 3070
Range 3070
IQR 1800

Descriptive Statistics

Mean 2141.6781
Standard Deviation 1038.8565
Variance 1.0792e+06
Sum 1.1843e+06
Skewness -0.7714
Kurtosis -0.7885
Coefficient of Variation 0.4851
  • WEC: ava. Available P force majeure reasons is not normally distributed (p-value 3.351012023117946e-23)

WEC: ava. Available P force external reasons

numerical

Approximate Distinct Count 342
Approximate Unique (%) 61.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 2297.2532
Minimum 1
Maximum 3070
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Available P force external reasons is skewed left (γ1 = -0.8673)

Quantile Statistics

Minimum 1
5-th Percentile 710
Q1 1571
Median 2786
Q3 3049
95-th Percentile 3070
Maximum 3070
Range 3069
IQR 1478

Descriptive Statistics

Mean 2297.2532
Standard Deviation 885.7718
Variance 784591.7438
Sum 1.2704e+06
Skewness -0.8673
Kurtosis -0.5409
Coefficient of Variation 0.3856
  • WEC: ava. Available P force external reasons is not normally distributed (p-value 7.198138465583141e-24)

WEC: ava. blade angle A

numerical

Approximate Distinct Count 292
Approximate Unique (%) 52.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 26.1698
Minimum 1
Maximum 91.97
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. blade angle A is skewed right (γ1 = 0.614)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 4.95
Median 20.32
Q3 41.86
95-th Percentile 64.27
Maximum 91.97
Range 90.97
IQR 36.91

Descriptive Statistics

Mean 26.1698
Standard Deviation 23.143
Variance 535.5977
Sum 14471.91
Skewness 0.614
Kurtosis -0.9534
Coefficient of Variation 0.8843
  • WEC: ava. blade angle A is not normally distributed (p-value 3.8842949546889135e-16)

Sys 1 inverter 1 cabinet temp.

numerical

Approximate Distinct Count 26
Approximate Unique (%) 4.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 31.2803
Minimum 17
Maximum 42
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 1 cabinet temp. is skewed left (γ1 = -0.3756)

Quantile Statistics

Minimum 17
5-th Percentile 21
Q1 25
Median 33
Q3 37
95-th Percentile 40
Maximum 42
Range 25
IQR 12

Descriptive Statistics

Mean 31.2803
Standard Deviation 6.3199
Variance 39.9412
Sum 17298
Skewness -0.3756
Kurtosis -1.1191
Coefficient of Variation 0.202

Sys 1 inverter 2 cabinet temp.

numerical

Approximate Distinct Count 26
Approximate Unique (%) 4.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 32.3418
Minimum 18
Maximum 44
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 2 cabinet temp. is skewed left (γ1 = -0.4944)

Quantile Statistics

Minimum 18
5-th Percentile 22
Q1 27
Median 34
Q3 37
95-th Percentile 40
Maximum 44
Range 26
IQR 10

Descriptive Statistics

Mean 32.3418
Standard Deviation 5.9275
Variance 35.1348
Sum 17885
Skewness -0.4944
Kurtosis -0.8958
Coefficient of Variation 0.1833
  • Sys 1 inverter 2 cabinet temp. is not normally distributed (p-value 2.989587915928781e-09)

Sys 1 inverter 3 cabinet temp.

numerical

Approximate Distinct Count 27
Approximate Unique (%) 4.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 31.4539
Minimum 17
Maximum 43
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 3 cabinet temp. is skewed left (γ1 = -0.3863)

Quantile Statistics

Minimum 17
5-th Percentile 22
Q1 26
Median 33
Q3 36
95-th Percentile 39
Maximum 43
Range 26
IQR 10

Descriptive Statistics

Mean 31.4539
Standard Deviation 5.779
Variance 33.3969
Sum 17394
Skewness -0.3863
Kurtosis -0.9607
Coefficient of Variation 0.1837
  • Sys 1 inverter 3 cabinet temp. is not normally distributed (p-value 0.002799180480369537)

Sys 1 inverter 4 cabinet temp.

numerical

Approximate Distinct Count 24
Approximate Unique (%) 4.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 31.2785
Minimum 17
Maximum 41
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 4 cabinet temp. is skewed left (γ1 = -0.5989)

Quantile Statistics

Minimum 17
5-th Percentile 21
Q1 26
Median 34
Q3 36
95-th Percentile 38
Maximum 41
Range 24
IQR 10

Descriptive Statistics

Mean 31.2785
Standard Deviation 5.8389
Variance 34.0926
Sum 17297
Skewness -0.5989
Kurtosis -0.9856
Coefficient of Variation 0.1867
  • Sys 1 inverter 4 cabinet temp. is not normally distributed (p-value 3.335668317257085e-06)

Sys 1 inverter 5 cabinet temp.

numerical

Approximate Distinct Count 27
Approximate Unique (%) 4.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 32.6691
Minimum 18
Maximum 45
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 5 cabinet temp. is skewed left (γ1 = -0.5098)

Quantile Statistics

Minimum 18
5-th Percentile 23
Q1 27
Median 34
Q3 37
95-th Percentile 39
Maximum 45
Range 27
IQR 10

Descriptive Statistics

Mean 32.6691
Standard Deviation 5.6582
Variance 32.0153
Sum 18066
Skewness -0.5098
Kurtosis -0.8889
Coefficient of Variation 0.1732
  • Sys 1 inverter 5 cabinet temp. is not normally distributed (p-value 6.792217251907264e-08)

Sys 1 inverter 6 cabinet temp.

numerical

Approximate Distinct Count 23
Approximate Unique (%) 4.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 30.5841
Minimum 18
Maximum 40
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 6 cabinet temp. is skewed left (γ1 = -0.4983)

Quantile Statistics

Minimum 18
5-th Percentile 21
Q1 25
Median 32
Q3 35
95-th Percentile 38
Maximum 40
Range 22
IQR 10

Descriptive Statistics

Mean 30.5841
Standard Deviation 5.7519
Variance 33.0839
Sum 16913
Skewness -0.4983
Kurtosis -1.0007
Coefficient of Variation 0.1881
  • Sys 1 inverter 6 cabinet temp. is not normally distributed (p-value 0.00014593411910540082)

Sys 1 inverter 7 cabinet temp.

numerical

Approximate Distinct Count 24
Approximate Unique (%) 4.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 30.9096
Minimum 17
Maximum 41
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 7 cabinet temp. is skewed left (γ1 = -0.3854)

Quantile Statistics

Minimum 17
5-th Percentile 22
Q1 26
Median 32
Q3 36
95-th Percentile 38
Maximum 41
Range 24
IQR 10

Descriptive Statistics

Mean 30.9096
Standard Deviation 5.7312
Variance 32.8469
Sum 17093
Skewness -0.3854
Kurtosis -1.0398
Coefficient of Variation 0.1854
  • Sys 1 inverter 7 cabinet temp. is not normally distributed (p-value 0.0026352059588590783)

Sys 2 inverter 1 cabinet temp.

numerical

Approximate Distinct Count 27
Approximate Unique (%) 4.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 31.528
Minimum 18
Maximum 45
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 2 inverter 1 cabinet temp. is skewed left (γ1 = -0.3914)

Quantile Statistics

Minimum 18
5-th Percentile 21
Q1 27
Median 33
Q3 36
95-th Percentile 39
Maximum 45
Range 27
IQR 9

Descriptive Statistics

Mean 31.528
Standard Deviation 5.7464
Variance 33.0214
Sum 17435
Skewness -0.3914
Kurtosis -0.6346
Coefficient of Variation 0.1823
  • Sys 2 inverter 1 cabinet temp. is not normally distributed (p-value 2.4481678136466193e-05)

Sys 2 inverter 2 cabinet temp.

numerical

Approximate Distinct Count 28
Approximate Unique (%) 5.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 31.4882
Minimum 18
Maximum 45
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 2 inverter 2 cabinet temp. is skewed left (γ1 = -0.3182)

Quantile Statistics

Minimum 18
5-th Percentile 22
Q1 27
Median 33
Q3 35
95-th Percentile 39
Maximum 45
Range 27
IQR 8

Descriptive Statistics

Mean 31.4882
Standard Deviation 5.6044
Variance 31.4097
Sum 17413
Skewness -0.3182
Kurtosis -0.5475
Coefficient of Variation 0.178
  • Sys 2 inverter 2 cabinet temp. is not normally distributed (p-value 0.00024496445499133873)

Sys 2 inverter 3 cabinet temp.

numerical

Approximate Distinct Count 23
Approximate Unique (%) 4.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 29.3146
Minimum 18
Maximum 40
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 2 inverter 3 cabinet temp. is skewed left (γ1 = -0.3915)

Quantile Statistics

Minimum 18
5-th Percentile 19
Q1 25
Median 31
Q3 33
95-th Percentile 37
Maximum 40
Range 22
IQR 8

Descriptive Statistics

Mean 29.3146
Standard Deviation 5.4649
Variance 29.8646
Sum 16211
Skewness -0.3915
Kurtosis -0.7789
Coefficient of Variation 0.1864
  • Sys 2 inverter 3 cabinet temp. is not normally distributed (p-value 5.428830986558527e-05)

Sys 2 inverter 4 cabinet temp.

numerical

Approximate Distinct Count 24
Approximate Unique (%) 4.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 28.8517
Minimum 17
Maximum 40
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Sys 2 inverter 4 cabinet temp. is skewed left (γ1 = -0.299)

Quantile Statistics

Minimum 17
5-th Percentile 20
Q1 24
Median 30
Q3 33
95-th Percentile 37
Maximum 40
Range 23
IQR 9

Descriptive Statistics

Mean 28.8517
Standard Deviation 5.6507
Variance 31.9309
Sum 15955
Skewness -0.299
Kurtosis -1.0193
Coefficient of Variation 0.1959
  • Sys 2 inverter 4 cabinet temp. is not normally distributed (p-value 0.001070354672933291)

Sys 2 inverter 5 cabinet temp.

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 37604

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row -14
2nd row -14
3rd row -14
4th row -14
5th row -14

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 553
Decimal Number 1106
  • Sys 2 inverter 5 cabinet temp. has words of constant length

Sys 2 inverter 6 cabinet temp.

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 36498

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 553
  • Sys 2 inverter 6 cabinet temp. has words of constant length

Sys 2 inverter 7 cabinet temp.

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 37604

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row -50
2nd row -50
3rd row -50
4th row -50
5th row -50

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 553
Decimal Number 1106
  • Sys 2 inverter 7 cabinet temp. has words of constant length

Spinner temp.

numerical

Approximate Distinct Count 18
Approximate Unique (%) 3.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 17.8445
Minimum 9
Maximum 27
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Spinner temp. is skewed left (γ1 = -0.4447)

Quantile Statistics

Minimum 9
5-th Percentile 10
Q1 15
Median 18
Q3 21
95-th Percentile 23
Maximum 27
Range 18
IQR 6

Descriptive Statistics

Mean 17.8445
Standard Deviation 4.0826
Variance 16.6678
Sum 9868
Skewness -0.4447
Kurtosis -0.6201
Coefficient of Variation 0.2288
  • Spinner temp. is not normally distributed (p-value 1.363953033431067e-06)

Front bearing temp.

numerical

Approximate Distinct Count 20
Approximate Unique (%) 3.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 22.5823
Minimum 11
Maximum 30
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Front bearing temp. is skewed left (γ1 = -0.6343)

Quantile Statistics

Minimum 11
5-th Percentile 14
Q1 20
Median 24
Q3 26
95-th Percentile 29
Maximum 30
Range 19
IQR 6

Descriptive Statistics

Mean 22.5823
Standard Deviation 4.381
Variance 19.1929
Sum 12488
Skewness -0.6343
Kurtosis -0.3365
Coefficient of Variation 0.194
  • Front bearing temp. is not normally distributed (p-value 5.59935040668736e-07)

Rear bearing temp.

numerical

Approximate Distinct Count 23
Approximate Unique (%) 4.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 27.7233
Minimum 14
Maximum 36
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Rear bearing temp. is skewed left (γ1 = -0.6708)

Quantile Statistics

Minimum 14
5-th Percentile 19
Q1 25
Median 29
Q3 31
95-th Percentile 34
Maximum 36
Range 22
IQR 6

Descriptive Statistics

Mean 27.7233
Standard Deviation 4.5795
Variance 20.9722
Sum 15331
Skewness -0.6708
Kurtosis -0.3598
Coefficient of Variation 0.1652
  • Rear bearing temp. is not normally distributed (p-value 5.399080326219353e-08)
  • Rear bearing temp. has 3 outliers

Pitch cabinet blade A temp.

numerical

Approximate Distinct Count 25
Approximate Unique (%) 4.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 35.0759
Minimum 18
Maximum 45
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade A temp. is skewed left (γ1 = -0.6735)

Quantile Statistics

Minimum 18
5-th Percentile 26
Q1 32
Median 36
Q3 38
95-th Percentile 41
Maximum 45
Range 27
IQR 6

Descriptive Statistics

Mean 35.0759
Standard Deviation 4.5669
Variance 20.8565
Sum 19397
Skewness -0.6735
Kurtosis -0.0527
Coefficient of Variation 0.1302
  • Pitch cabinet blade A temp. is not normally distributed (p-value 1.616181456803774e-05)
  • Pitch cabinet blade A temp. has 2 outliers

Pitch cabinet blade B temp.

numerical

Approximate Distinct Count 22
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 34.8119
Minimum 20
Maximum 43
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade B temp. is skewed left (γ1 = -0.6491)

Quantile Statistics

Minimum 20
5-th Percentile 26
Q1 32
Median 35
Q3 38
95-th Percentile 40
Maximum 43
Range 23
IQR 6

Descriptive Statistics

Mean 34.8119
Standard Deviation 4.2734
Variance 18.2617
Sum 19251
Skewness -0.6491
Kurtosis -0.1511
Coefficient of Variation 0.1228
  • Pitch cabinet blade B temp. is not normally distributed (p-value 5.700664464186603e-06)
  • Pitch cabinet blade B temp. has 1 outliers

Pitch cabinet blade C temp.

numerical

Approximate Distinct Count 21
Approximate Unique (%) 3.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 33.8752
Minimum 19
Maximum 41
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade C temp. is skewed left (γ1 = -0.7451)

Quantile Statistics

Minimum 19
5-th Percentile 25
Q1 31
Median 35
Q3 37
95-th Percentile 39
Maximum 41
Range 22
IQR 6

Descriptive Statistics

Mean 33.8752
Standard Deviation 4.1795
Variance 17.4681
Sum 18733
Skewness -0.7451
Kurtosis -0.08115
Coefficient of Variation 0.1234
  • Pitch cabinet blade C temp. is not normally distributed (p-value 4.177956505165452e-06)
  • Pitch cabinet blade C temp. has 1 outliers

Blade A temp.

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Memory Size 37604

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 166
2nd row 166
3rd row 166
4th row 166
5th row 166

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1659
  • The top 2 categories (166, 165) take over 50.0%
  • Blade A temp. has words of constant length

Blade B temp.

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Memory Size 37604
  • The largest value (165) is over 1.75 times larger than the second largest value (166)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 165
2nd row 166
3rd row 166
4th row 166
5th row 165

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1659
  • The top 2 categories (165, 166) take over 50.0%
  • The largest value (165) is over 1.75 times larger than the second largest value (166)
  • Blade B temp. has words of constant length

Blade C temp.

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Memory Size 37604
  • The largest value (166) is over 4.91 times larger than the second largest value (167)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 166
2nd row 166
3rd row 166
4th row 166
5th row 166

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1659
  • The top 2 categories (166, 167) take over 50.0%
  • The largest value (166) is over 4.91 times larger than the second largest value (167)
  • Blade C temp. has words of constant length

Rotor temp. 1

numerical

Approximate Distinct Count 92
Approximate Unique (%) 16.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 72.7034
Minimum 16
Maximum 123
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Rotor temp. 1 is skewed left (γ1 = -0.2026)

Quantile Statistics

Minimum 16
5-th Percentile 25.6
Q1 46
Median 86
Q3 100
95-th Percentile 109
Maximum 123
Range 107
IQR 54

Descriptive Statistics

Mean 72.7034
Standard Deviation 29.9432
Variance 896.5967
Sum 40205
Skewness -0.2026
Kurtosis -1.5213
Coefficient of Variation 0.4119

Rotor temp. 2

numerical

Approximate Distinct Count 91
Approximate Unique (%) 16.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 72.5714
Minimum 17
Maximum 123
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Rotor temp. 2 is skewed left (γ1 = -0.2061)

Quantile Statistics

Minimum 17
5-th Percentile 26
Q1 46
Median 85
Q3 100
95-th Percentile 108.4
Maximum 123
Range 106
IQR 54

Descriptive Statistics

Mean 72.5714
Standard Deviation 29.6298
Variance 877.9265
Sum 40132
Skewness -0.2061
Kurtosis -1.5209
Coefficient of Variation 0.4083
  • Rotor temp. 2 is not normally distributed (p-value 0.0027557016886775552)

Stator temp. 1

numerical

Approximate Distinct Count 93
Approximate Unique (%) 16.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 77.7685
Minimum 16
Maximum 117
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Stator temp. 1 is skewed left (γ1 = -0.4933)

Quantile Statistics

Minimum 16
5-th Percentile 26
Q1 58
Median 87
Q3 103
95-th Percentile 110
Maximum 117
Range 101
IQR 45

Descriptive Statistics

Mean 77.7685
Standard Deviation 28.4498
Variance 809.3884
Sum 43006
Skewness -0.4933
Kurtosis -1.0993
Coefficient of Variation 0.3658
  • Stator temp. 1 is not normally distributed (p-value 2.9184403405134737e-07)

Stator temp. 2

numerical

Approximate Distinct Count 92
Approximate Unique (%) 16.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 76.9747
Minimum 16
Maximum 116
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Stator temp. 2 is skewed left (γ1 = -0.5032)

Quantile Statistics

Minimum 16
5-th Percentile 26
Q1 58
Median 86
Q3 102
95-th Percentile 108
Maximum 116
Range 100
IQR 44

Descriptive Statistics

Mean 76.9747
Standard Deviation 28.0518
Variance 786.9052
Sum 42567
Skewness -0.5032
Kurtosis -1.083
Coefficient of Variation 0.3644
  • Stator temp. 2 is not normally distributed (p-value 7.686121138494148e-07)

Nacelle ambient temp. 1

numerical

Approximate Distinct Count 18
Approximate Unique (%) 3.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 12.8517
Minimum 4
Maximum 23
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Nacelle ambient temp. 1 is skewed left (γ1 = -0.3646)

Quantile Statistics

Minimum 4
5-th Percentile 6
Q1 10
Median 13
Q3 16
95-th Percentile 19
Maximum 23
Range 19
IQR 6

Descriptive Statistics

Mean 12.8517
Standard Deviation 3.9429
Variance 15.5468
Sum 7107
Skewness -0.3646
Kurtosis -0.6134
Coefficient of Variation 0.3068
  • Nacelle ambient temp. 1 is not normally distributed (p-value 9.810087490051672e-07)

Nacelle ambient temp. 2

numerical

Approximate Distinct Count 18
Approximate Unique (%) 3.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 12.7233
Minimum 4
Maximum 23
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Nacelle ambient temp. 2 is skewed left (γ1 = -0.3334)

Quantile Statistics

Minimum 4
5-th Percentile 6
Q1 10
Median 13
Q3 16
95-th Percentile 19
Maximum 23
Range 19
IQR 6

Descriptive Statistics

Mean 12.7233
Standard Deviation 3.9071
Variance 15.2657
Sum 7036
Skewness -0.3334
Kurtosis -0.5708
Coefficient of Variation 0.3071
  • Nacelle ambient temp. 2 is not normally distributed (p-value 1.187760088843547e-05)

Nacelle temp.

numerical

Approximate Distinct Count 17
Approximate Unique (%) 3.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 15.8228
Minimum 7
Maximum 23
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Nacelle temp. is skewed left (γ1 = -0.3196)

Quantile Statistics

Minimum 7
5-th Percentile 8
Q1 13
Median 16
Q3 19
95-th Percentile 22
Maximum 23
Range 16
IQR 6

Descriptive Statistics

Mean 15.8228
Standard Deviation 4.2024
Variance 17.6606
Sum 8750
Skewness -0.3196
Kurtosis -0.8798
Coefficient of Variation 0.2656
  • Nacelle temp. is not normally distributed (p-value 0.0003384029857720108)

Nacelle cabinet temp.

numerical

Approximate Distinct Count 18
Approximate Unique (%) 3.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 19.5515
Minimum 10
Maximum 27
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Nacelle cabinet temp. is skewed left (γ1 = -0.4493)

Quantile Statistics

Minimum 10
5-th Percentile 12
Q1 17
Median 20
Q3 23
95-th Percentile 25
Maximum 27
Range 17
IQR 6

Descriptive Statistics

Mean 19.5515
Standard Deviation 4.0362
Variance 16.2913
Sum 10812
Skewness -0.4493
Kurtosis -0.6379
Coefficient of Variation 0.2064
  • Nacelle cabinet temp. is not normally distributed (p-value 0.0006020059777039493)

Main carrier temp.

numerical

Approximate Distinct Count 16
Approximate Unique (%) 2.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 17.4919
Minimum 9
Maximum 24
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Main carrier temp. is skewed left (γ1 = -0.3669)

Quantile Statistics

Minimum 9
5-th Percentile 10
Q1 13
Median 19
Q3 21
95-th Percentile 23
Maximum 24
Range 15
IQR 8

Descriptive Statistics

Mean 17.4919
Standard Deviation 4.4335
Variance 19.6562
Sum 9673
Skewness -0.3669
Kurtosis -1.1517
Coefficient of Variation 0.2535
  • Main carrier temp. is not normally distributed (p-value 0.0003681683792817371)

Rectifier cabinet temp.

numerical

Approximate Distinct Count 25
Approximate Unique (%) 4.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 28.9584
Minimum 16
Maximum 40
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Rectifier cabinet temp. is skewed left (γ1 = -0.354)

Quantile Statistics

Minimum 16
5-th Percentile 21
Q1 26
Median 29
Q3 32
95-th Percentile 35
Maximum 40
Range 24
IQR 6

Descriptive Statistics

Mean 28.9584
Standard Deviation 4.5481
Variance 20.6849
Sum 16014
Skewness -0.354
Kurtosis -0.3494
Coefficient of Variation 0.1571
  • Rectifier cabinet temp. is not normally distributed (p-value 4.643506680793662e-05)
  • Rectifier cabinet temp. has 1 outliers

Yaw inverter cabinet temp.

numerical

Approximate Distinct Count 19
Approximate Unique (%) 3.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 24.6691
Minimum 16
Maximum 34
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Yaw inverter cabinet temp. is skewed left (γ1 = -0.2314)

Quantile Statistics

Minimum 16
5-th Percentile 17
Q1 20
Median 25
Q3 28
95-th Percentile 32
Maximum 34
Range 18
IQR 8

Descriptive Statistics

Mean 24.6691
Standard Deviation 4.732
Variance 22.3921
Sum 13642
Skewness -0.2314
Kurtosis -0.9093
Coefficient of Variation 0.1918
  • Yaw inverter cabinet temp. is not normally distributed (p-value 8.365374763918418e-07)

Fan inverter cabinet temp.

numerical

Approximate Distinct Count 19
Approximate Unique (%) 3.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 28.1248
Minimum 19
Maximum 37
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Fan inverter cabinet temp. is skewed left (γ1 = -0.1443)

Quantile Statistics

Minimum 19
5-th Percentile 20
Q1 25
Median 28
Q3 32
95-th Percentile 35
Maximum 37
Range 18
IQR 7

Descriptive Statistics

Mean 28.1248
Standard Deviation 4.4073
Variance 19.4246
Sum 15553
Skewness -0.1443
Kurtosis -0.7629
Coefficient of Variation 0.1567
  • Fan inverter cabinet temp. is not normally distributed (p-value 1.6634572571507636e-05)

Ambient temp.

numerical

Approximate Distinct Count 21
Approximate Unique (%) 3.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 13.3888
Minimum 4
Maximum 24
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Ambient temp. is skewed left (γ1 = -0.2944)

Quantile Statistics

Minimum 4
5-th Percentile 6
Q1 10
Median 14
Q3 16
95-th Percentile 20
Maximum 24
Range 20
IQR 6

Descriptive Statistics

Mean 13.3888
Standard Deviation 4.35
Variance 18.9228
Sum 7404
Skewness -0.2944
Kurtosis -0.6174
Coefficient of Variation 0.3249
  • Ambient temp. is not normally distributed (p-value 7.854784621176859e-05)

Tower temp.

numerical

Approximate Distinct Count 26
Approximate Unique (%) 4.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 24.4358
Minimum 10
Maximum 35
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Tower temp. is skewed left (γ1 = -0.5928)

Quantile Statistics

Minimum 10
5-th Percentile 12
Q1 19
Median 26
Q3 30
95-th Percentile 33
Maximum 35
Range 25
IQR 11

Descriptive Statistics

Mean 24.4358
Standard Deviation 6.9637
Variance 48.4927
Sum 13513
Skewness -0.5928
Kurtosis -0.805
Coefficient of Variation 0.285

Control cabinet temp.

numerical

Approximate Distinct Count 27
Approximate Unique (%) 4.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 34.0127
Minimum 19
Maximum 45
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Control cabinet temp. is skewed left (γ1 = -0.6081)

Quantile Statistics

Minimum 19
5-th Percentile 21
Q1 28
Median 36
Q3 40
95-th Percentile 43
Maximum 45
Range 26
IQR 12

Descriptive Statistics

Mean 34.0127
Standard Deviation 7.0858
Variance 50.2082
Sum 18809
Skewness -0.6081
Kurtosis -0.8342
Coefficient of Variation 0.2083
  • Control cabinet temp. is not normally distributed (p-value 0.0026259631480592674)

Transformer temp.

numerical

Approximate Distinct Count 45
Approximate Unique (%) 8.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 52.8752
Minimum 17
Maximum 71
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Transformer temp. is skewed left (γ1 = -0.3765)

Quantile Statistics

Minimum 17
5-th Percentile 32
Q1 41
Median 56
Q3 66
95-th Percentile 70
Maximum 71
Range 54
IQR 25

Descriptive Statistics

Mean 52.8752
Standard Deviation 13.6367
Variance 185.9609
Sum 29240
Skewness -0.3765
Kurtosis -1.0601
Coefficient of Variation 0.2579
  • Transformer temp. is not normally distributed (p-value 0.001427761095368897)

RTU: ava. Setpoint 1

numerical

Approximate Distinct Count 11
Approximate Unique (%) 2.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 3037.859
Minimum 2501
Maximum 3050
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • RTU: ava. Setpoint 1 is skewed left (γ1 = -6.664)

Quantile Statistics

Minimum 2501
5-th Percentile 3050
Q1 3050
Median 3050
Q3 3050
95-th Percentile 3050
Maximum 3050
Range 549
IQR 0

Descriptive Statistics

Mean 3037.859
Standard Deviation 77.5129
Variance 6008.2554
Sum 1.6799e+06
Skewness -6.664
Kurtosis 43.033
Coefficient of Variation 0.02552
  • RTU: ava. Setpoint 1 is not normally distributed (p-value 4.341266179990476e-25)
  • RTU: ava. Setpoint 1 has 23 outliers

Inverter averages

numerical

Approximate Distinct Count 187
Approximate Unique (%) 33.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 31.0636
Minimum 17.5455
Maximum 41.6364
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Inverter averages is skewed left (γ1 = -0.4584)

Quantile Statistics

Minimum 17.5455
5-th Percentile 21.6364
Q1 26.0909
Median 32.6364
Q3 35.3636
95-th Percentile 38.4545
Maximum 41.6364
Range 24.0909
IQR 9.2727

Descriptive Statistics

Mean 31.0636
Standard Deviation 5.6644
Variance 32.0858
Sum 17178.1818
Skewness -0.4584
Kurtosis -0.9582
Coefficient of Variation 0.1823

Inverter std dev

numerical

Approximate Distinct Count 192
Approximate Unique (%) 34.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 1.5641
Minimum 0.5222
Maximum 3.2808
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Inverter std dev is skewed right (γ1 = 0.3936)

Quantile Statistics

Minimum 0.5222
5-th Percentile 0.8202
Q1 1.1677
Median 1.5725
Q3 1.8684
95-th Percentile 2.4121
Maximum 3.2808
Range 2.7586
IQR 0.7006

Descriptive Statistics

Mean 1.5641
Standard Deviation 0.4865
Variance 0.2367
Sum 864.9458
Skewness 0.3936
Kurtosis 0.1947
Coefficient of Variation 0.3111
  • Inverter std dev has 4 outliers

Time_y

numerical

Approximate Distinct Count 446
Approximate Unique (%) 80.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 1.4145e+09
Minimum 1.4001e+09
Maximum 1.4214e+09
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Time_y is skewed left (γ1 = -0.9007)

Quantile Statistics

Minimum 1.4001e+09
5-th Percentile 1.4025e+09
Q1 1.4128e+09
Median 1.4145e+09
Q3 1.418e+09
95-th Percentile 1.4207e+09
Maximum 1.4214e+09
Range 2.1289e+07
IQR 5.2753e+06

Descriptive Statistics

Mean 1.4145e+09
Standard Deviation 5.195e+06
Variance 2.6988e+13
Sum 7.8219e+11
Skewness -0.9007
Kurtosis 0.1943
Coefficient of Variation 0.003673
  • Time_y is not normally distributed (p-value 2.6148639243460433e-12)
  • Time_y has 42 outliers

Fault

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Memory Size 37051

Length

Mean 2
Standard Deviation 0
Median 2
Minimum 2
Maximum 2

Sample

1st row GF
2nd row GF
3rd row GF
4th row GF
5th row GF

Letter

Count 1106
Lowercase Letter 0
Space Separator 0
Uppercase Letter 1106
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (FF, EF) take over 50.0%
  • Fault has words of constant length

Interactions

Correlations

Missing Values